AI & LLM

AI & LLM Integration

Large language models are changing the way businesses work with data, customers and internal knowledge. We build AI solutions that integrate into your existing systems and solve real problems.

Chatbots & Assistants

We build chatbots powered by LLMs like ChatGPT and Claude that go far beyond simple FAQ bots. Our chatbots understand context, access your company data and deliver precise answers.

Typical use cases: customer service automation, internal knowledge assistants for employees, onboarding support or technical help desks with access to your documentation.

RAG — Your Data, AI-Powered

Retrieval-Augmented Generation (RAG) connects LLMs with your own data sources. The result: an AI that searches your documents, databases and knowledge bases to deliver source-grounded answers — no hallucinations, just facts.

Whether it's 500 PDF manuals, a Confluence wiki or a product database — we make your existing knowledge searchable and usable in seconds.

Automation with AI Agents

AI agents go a step further than chatbots: they can plan and execute multi-step tasks autonomously. Through protocols like MCP (Model Context Protocol) they securely connect to your tools, databases and APIs.

Examples: automated data analysis and reports, code reviews, process monitoring or connecting AI assistants to your internal systems like CRM, ERP or ticketing.

Technologies

We work with the leading AI frameworks and models, choosing the right technology for your use case.

How did we actually get to ChatGPT & Co.?

How today's LLMs came to be — from two AI winters to the 2017 Transformer — is traced in our historical overview:

Read the AI history